Yuxuan Liang

5.9k total citations · 6 hit papers
130 papers, 3.1k citations indexed

About

Yuxuan Liang is a scholar working on Artificial Intelligence, Building and Construction and Transportation. According to data from OpenAlex, Yuxuan Liang has authored 130 papers receiving a total of 3.1k indexed citations (citations by other indexed papers that have themselves been cited), including 38 papers in Artificial Intelligence, 29 papers in Building and Construction and 28 papers in Transportation. Recurrent topics in Yuxuan Liang's work include Traffic Prediction and Management Techniques (27 papers), Human Mobility and Location-Based Analysis (24 papers) and Data Management and Algorithms (15 papers). Yuxuan Liang is often cited by papers focused on Traffic Prediction and Management Techniques (27 papers), Human Mobility and Location-Based Analysis (24 papers) and Data Management and Algorithms (15 papers). Yuxuan Liang collaborates with scholars based in China, Singapore and Hong Kong. Yuxuan Liang's co-authors include Yu Zheng, Junbo Zhang, Zheyi Pan, Songyu Ke, Yong Yu, Xiuwen Yi, Weifeng Wang, Meijia Qiu, Wenjie Mai and Peng Sun and has published in prestigious journals such as Nucleic Acids Research, Advanced Materials and Angewandte Chemie International Edition.

In The Last Decade

Yuxuan Liang

101 papers receiving 3.0k citations

Hit Papers

5 papers align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Urban Traffic Prediction from Spatio-Temporal Data Using Deep Meta Learning

2019 401 citations Zheyi Pan, Yuxuan Liang et al. profile →
GeoMAN: Multi-level Attention Networks for Geo-sensory Time Series Prediction

2018 371 citations Yuxuan Liang, Songyu Ke et al. profile →
Spatio-Temporal Graph Neural Networks for Predictive Learning in Urban Computing: A Survey

2023 199 citations Guangyin Jin, Yuxuan Liang et al. IEEE Transactions on Knowledge and Data Engineering profile →
Comprehensive Review of Electrolyte Modification Strategies for Stabilizing Zn Metal Anodes

2023 140 citations Yuxuan Liang, Meijia Qiu et al. profile →
Self-Supervised Learning for Time Series Analysis: Taxonomy, Progress, and Prospects

2024 83 citations Kexin Zhang, Qingsong Wen et al. IEEE Transactions on Pattern Analysis and Machine Intelligence profile →
MSGNet: Learning Multi-Scale Inter-series Correlations for Multivariate Time Series Forecasting

2024 62 citations Yuxuan Liang, Yuankai Wu et al. Proceedings of the AAAI Conference on Artificial Intelligence profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Yuxuan Liang China	27	1.2k	840	796	605	518	130	3.1k
Weiwei Jiang China	28	764 0.7×	495 0.6×	691 0.9×	330 0.5×	650 1.3×	153	3.3k
Bowen Du China	31	1.7k 1.5×	1.3k 1.5×	723 0.9×	374 0.6×	189 0.4×	101	3.2k
Zonghan Wu Australia	6	1.7k 1.5×	1.1k 1.3×	734 0.9×	701 1.2×	298 0.6×	8	2.7k
Leilei Sun China	28	1.1k 0.9×	903 1.1×	889 1.1×	367 0.6×	141 0.3×	101	2.7k
Jianzhong Qi Australia	23	975 0.8×	782 0.9×	1.1k 1.3×	791 1.3×	120 0.2×	123	2.8k
Xiuwen Yi China	15	1.2k 1.0×	953 1.1×	311 0.4×	342 0.6×	148 0.3×	23	2.2k
Jianping Wu China	32	781 0.7×	822 1.0×	361 0.5×	134 0.2×	374 0.7×	222	3.2k
Huaxiu Yao United States	15	1.7k 1.5×	1.3k 1.6×	719 0.9×	342 0.6×	118 0.2×	46	2.8k
Yongjun Xu China	26	394 0.3×	246 0.3×	669 0.8×	380 0.6×	702 1.4×	141	2.5k
Hao Liu China	24	411 0.4×	359 0.4×	466 0.6×	202 0.3×	509 1.0×	120	2.0k

Countries citing papers authored by Yuxuan Liang

Since Specialization

Citations

This map shows the geographic impact of Yuxuan Liang's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Yuxuan Liang with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Yuxuan Liang more than expected).

Fields of papers citing papers by Yuxuan Liang

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Yuxuan Liang. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Yuxuan Liang. The network helps show where Yuxuan Liang may publish in the future.

Co-authorship network of co-authors of Yuxuan Liang

This figure shows the co-authorship network connecting the top 25 collaborators of Yuxuan Liang. A scholar is included among the top collaborators of Yuxuan Liang based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Yuxuan Liang. Yuxuan Liang is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

Yang, Yiyuan, Ming Jin, Haomin Wen, et al.. (2025). A Survey on Diffusion Models for Time Series and Spatio-Temporal Data. ACM Computing Surveys. 58(8). 1–39. 1 indexed citations

Miao, Hao, Yan Zhao, Yuxuan Liang, et al.. (2025). The International Workshop on Spatio-Temporal Data Intelligence and Foundation Models. PolyU Institutional Research Archive (Hong Kong Polytechnic University). 6920–6922.

Zhang, Zijian, Hao Miao, Yuxuan Liang, et al.. (2025). Web-Centric Human Mobility Analytics: Methods, Applications, and Future Directions in the LLM Era. CityU Scholars. 81–84.

Qiu, Meijia, Yuxuan Liang, Yongtao Liu, et al.. (2025). Ionic Liquid Induced Static and Dynamic Interface Double Shields for Long‐Lifespan All‐Temperature Zn‐Ion Batteries. Advanced Materials. 37(14). e2418947–e2418947. 15 indexed citations

Liang, Yuxuan, Qingrong Zhang, Shuguang Xu, et al.. (2025). An interplay between human genetics and intratumoral microbiota in the progression of colorectal cancer. Cell Host & Microbe. 33(5). 657–670.e6. 3 indexed citations

Li, Yao, Hong Ren, Shengzhen Zhou, et al.. (2024). Tower-based profiles of wintertime secondary organic aerosols in the urban boundary layer over Guangzhou. The Science of The Total Environment. 950. 175326–175326. 1 indexed citations

Zhang, Kexin, Qingsong Wen, Chaoli Zhang, et al.. (2024). Self-Supervised Learning for Time Series Analysis: Taxonomy, Progress, and Prospects. IEEE Transactions on Pattern Analysis and Machine Intelligence. 46(10). 6775–6794. 83 indexed citations breakdown →

Wang, Y., et al.. (2024). COLA: Cross-city Mobility Transformer for Human Trajectory Simulation. arXiv (Cornell University). 3509–3520. 3 indexed citations

Zheng, Hang, et al.. (2024). SENCR: A Span Enhanced Two-Stage Network with Counterfactual Rethinking for Chinese NER. Proceedings of the AAAI Conference on Artificial Intelligence. 38(17). 19679–19687. 3 indexed citations

10.

Wen, Haomin, Youfang Lin, Lixia Wu, et al.. (2024). A Survey on Service Route and Time Prediction in Instant Delivery: Taxonomy, Progress, and Prospects. IEEE Transactions on Knowledge and Data Engineering. 36(12). 7516–7535. 3 indexed citations

11.

Wang, Kun, Guohao Li, Kai Wang, et al.. (2024). The Snowflake Hypothesis: Training and Powering GNN with One Node One Receptive Field. 3152–3163. 3 indexed citations

12.

Wang, Kun, Wenjie Du, Yifan Duan, et al.. (2024). On Regularization for Explaining Graph Neural Networks: An Information Theory Perspective. IEEE Transactions on Knowledge and Data Engineering. 1–14. 5 indexed citations

13.

Zhou, Zhengyang, Qihe Huang, Kun Wang, et al.. (2023). Maintaining the Status Quo: Capturing Invariant Relations for OOD Spatiotemporal Learning. Rare & Special e-Zone (The Hong Kong University of Science and Technology). 3603–3614. 16 indexed citations

14.

Ke, Songyu, Zheyi Pan, Tianfu He, et al.. (2023). AutoSTG+: An automatic framework to discover the optimal network for spatio-temporal graph prediction. Artificial Intelligence. 318. 103899–103899. 12 indexed citations

15.

Ma, Yanan, et al.. (2023). Bimetallic ZIFs-derived electrospun carbon nanofiber membrane as bifunctional oxygen electrocatalyst for rechargeable zinc-air battery. Journal of Energy Chemistry. 83. 138–149. 45 indexed citations

16.

Deng, Zikun, Di Weng, Yuxuan Liang, et al.. (2021). Visual Cascade Analytics of Large-Scale Spatiotemporal Data. IEEE Transactions on Visualization and Computer Graphics. 28(6). 2486–2499. 17 indexed citations

17.

Wang, Yiwei, Yujun Cai, Yuxuan Liang, et al.. (2021). Adaptive Data Augmentation on Temporal Graphs. Neural Information Processing Systems. 34. 14 indexed citations

18.

Liu, Ye, Yuxuan Liang, Kun Ouyang, et al.. (2020). Predicting Urban Water Quality With Ubiquitous Data - A Data-Driven Approach. IEEE Transactions on Big Data. 8(2). 564–578. 29 indexed citations

19.

Ouyang, Kun, Yuxuan Liang, Ye Liu, et al.. (2020). Fine-Grained Urban Flow Inference. IEEE Transactions on Knowledge and Data Engineering. 34(6). 2755–2770. 41 indexed citations

20.

Liang, Yuxuan, Yu Zhang, Xiaofei Liao, et al.. (2020). GGraph: An Efficient Structure-Aware Approach for Iterative Graph Processing. IEEE Transactions on Big Data. 8(5). 1182–1194. 11 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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